The normative modeling framework for computational psychiatry

S Rutherford, SM Kia, T Wolfers, C Fraza, M Zabihi… - Nature protocols, 2022 - nature.com
Normative modeling is an emerging and innovative framework for mapping individual
differences at the level of a single subject or observation in relation to a reference model. It …

Artificial intelligence for mental health care: clinical applications, barriers, facilitators, and artificial wisdom

EE Lee, J Torous, M De Choudhury, CA Depp… - Biological Psychiatry …, 2021 - Elsevier
Artificial intelligence (AI) is increasingly employed in health care fields such as oncology,
radiology, and dermatology. However, the use of AI in mental health care and …

[HTML][HTML] ChatGPT outperforms humans in emotional awareness evaluations

Z Elyoseph, D Hadar-Shoval, K Asraf… - Frontiers in …, 2023 - frontiersin.org
The artificial intelligence chatbot, ChatGPT, has gained widespread attention for its ability to
perform natural language processing tasks and has the fastest-growing user base in history …

[HTML][HTML] Beyond human expertise: the promise and limitations of ChatGPT in suicide risk assessment

Z Elyoseph, I Levkovich - Frontiers in psychiatry, 2023 - frontiersin.org
ChatGPT, an artificial intelligence language model developed by OpenAI, holds the potential
for contributing to the field of mental health. Nevertheless, although ChatGPT theoretically …

A cross-disorder connectome landscape of brain dysconnectivity

MP van den Heuvel, O Sporns - Nature reviews neuroscience, 2019 - nature.com
Many human brain disorders are associated with characteristic alterations in the structural
and functional connectivity of the brain. In this article, we explore how commonalities and …

[HTML][HTML] Functional neuroimaging in psychiatry and the case for failing better

MM Nour, Y Liu, RJ Dolan - Neuron, 2022 - cell.com
Psychiatric disorders encompass complex aberrations of cognition and affect and are
among the most debilitating and poorly understood of any medical condition. Current …

On the nature and use of models in network neuroscience

DS Bassett, P Zurn, JI Gold - Nature Reviews Neuroscience, 2018 - nature.com
Network theory provides an intuitively appealing framework for studying relationships
among interconnected brain mechanisms and their relevance to behaviour. As the space of …

The study of psychopathology from the network analysis perspective: A systematic review

A Contreras, I Nieto, C Valiente, R Espinosa… - Psychotherapy and …, 2019 - karger.com
Background: Network analysis (NA) is an analytical tool that allows one to explore the map
of connections and eventual dynamic influences among symptoms and other elements of …

The physics of brain network structure, function and control

CW Lynn, DS Bassett - Nature Reviews Physics, 2019 - nature.com
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …

[HTML][HTML] Social brain, social dysfunction and social withdrawal

S Porcelli, N Van Der Wee, S van der Werff… - Neuroscience & …, 2019 - Elsevier
The human social brain is complex. Current knowledge fails to define the neurobiological
processes underlying social behaviour involving the (patho-) physiological mechanisms that …